Fold 0
Model 0 best validation auc = 0.762911 on epoch 28
Model 0 test auc = 0.856111
Ensemble test auc = 0.856111
Fold 1
Model 0 best validation auc = 0.777934 on epoch 15
Model 0 test auc = 0.779049
Ensemble test auc = 0.779049
Fold 2
Model 0 best validation auc = 0.762911 on epoch 240
Model 0 test auc = 0.921734
Ensemble test auc = 0.921734
Fold 3
Model 0 best validation auc = 0.835681 on epoch 21
Model 0 test auc = 0.797110
Ensemble test auc = 0.797110
Fold 4
Model 0 best validation auc = 0.751643 on epoch 181
Model 0 test auc = 0.918724
Ensemble test auc = 0.918724
Fold 5
Model 0 best validation auc = 0.749296 on epoch 265
Model 0 test auc = 0.919326
Ensemble test auc = 0.919326
Fold 6
Model 0 best validation auc = 0.763850 on epoch 150
Model 0 test auc = 0.913305
Ensemble test auc = 0.913305
Fold 7
Model 0 best validation auc = 0.773709 on epoch 231
Model 0 test auc = 0.927152
Ensemble test auc = 0.927152
Fold 8
Model 0 best validation auc = 0.768545 on epoch 119
Model 0 test auc = 0.913305
Ensemble test auc = 0.913305
Fold 9
Model 0 best validation auc = 0.763850 on epoch 40
Model 0 test auc = 0.852498
Ensemble test auc = 0.852498
10-fold cross validation
	Seed 0 ==> test auc = 0.856111
	Seed 1 ==> test auc = 0.779049
	Seed 2 ==> test auc = 0.921734
	Seed 3 ==> test auc = 0.797110
	Seed 4 ==> test auc = 0.918724
	Seed 5 ==> test auc = 0.919326
	Seed 6 ==> test auc = 0.913305
	Seed 7 ==> test auc = 0.927152
	Seed 8 ==> test auc = 0.913305
	Seed 9 ==> test auc = 0.852498
Overall test auc = 0.879831 +/- 0.052553
Elapsed time = 0:04:48
Fold 0
Model 0 best validation auc = 0.762911 on epoch 28
Model 0 test auc = 0.856111
Ensemble test auc = 0.856111
Fold 1
Model 0 best validation auc = 0.777934 on epoch 15
Model 0 test auc = 0.779049
Ensemble test auc = 0.779049
Fold 2
Model 0 best validation auc = 0.762911 on epoch 240
Model 0 test auc = 0.921734
Ensemble test auc = 0.921734
Fold 3
Model 0 best validation auc = 0.835681 on epoch 21
Model 0 test auc = 0.797110
Ensemble test auc = 0.797110
Fold 4
Model 0 best validation auc = 0.751643 on epoch 181
Model 0 test auc = 0.918724
Ensemble test auc = 0.918724
Fold 5
Model 0 best validation auc = 0.749296 on epoch 265
Model 0 test auc = 0.919326
Ensemble test auc = 0.919326
Fold 6
Model 0 best validation auc = 0.763850 on epoch 150
Model 0 test auc = 0.913305
Ensemble test auc = 0.913305
Fold 7
Model 0 best validation auc = 0.773709 on epoch 231
Model 0 test auc = 0.927152
Ensemble test auc = 0.927152
Fold 8
Model 0 best validation auc = 0.768545 on epoch 119
Model 0 test auc = 0.913305
Ensemble test auc = 0.913305
Fold 9
Model 0 best validation auc = 0.763850 on epoch 40
Model 0 test auc = 0.852498
Ensemble test auc = 0.852498
10-fold cross validation
	Seed 0 ==> test auc = 0.856111
	Seed 1 ==> test auc = 0.779049
	Seed 2 ==> test auc = 0.921734
	Seed 3 ==> test auc = 0.797110
	Seed 4 ==> test auc = 0.918724
	Seed 5 ==> test auc = 0.919326
	Seed 6 ==> test auc = 0.913305
	Seed 7 ==> test auc = 0.927152
	Seed 8 ==> test auc = 0.913305
	Seed 9 ==> test auc = 0.852498
Overall test auc = 0.879831 +/- 0.052553
Elapsed time = 0:04:55
Fold 0
Model 0 best validation auc = 0.762911 on epoch 28
Model 0 test auc = 0.856111
Ensemble test auc = 0.856111
Fold 1
Model 0 best validation auc = 0.777934 on epoch 15
Model 0 test auc = 0.779049
Ensemble test auc = 0.779049
Fold 2
Model 0 best validation auc = 0.762911 on epoch 240
Model 0 test auc = 0.921734
Ensemble test auc = 0.921734
Fold 3
Model 0 best validation auc = 0.835681 on epoch 21
Model 0 test auc = 0.797110
Ensemble test auc = 0.797110
Fold 4
Model 0 best validation auc = 0.751643 on epoch 181
Model 0 test auc = 0.918724
Ensemble test auc = 0.918724
Fold 5
Model 0 best validation auc = 0.749296 on epoch 265
Model 0 test auc = 0.919326
Ensemble test auc = 0.919326
Fold 6
Model 0 best validation auc = 0.763850 on epoch 150
Model 0 test auc = 0.913305
Ensemble test auc = 0.913305
Fold 7
Model 0 best validation auc = 0.773709 on epoch 231
Model 0 test auc = 0.927152
Ensemble test auc = 0.927152
Fold 8
Model 0 best validation auc = 0.768545 on epoch 119
Model 0 test auc = 0.913305
Ensemble test auc = 0.913305
Fold 9
Model 0 best validation auc = 0.763850 on epoch 40
Model 0 test auc = 0.852498
Ensemble test auc = 0.852498
10-fold cross validation
	Seed 0 ==> test auc = 0.856111
	Seed 1 ==> test auc = 0.779049
	Seed 2 ==> test auc = 0.921734
	Seed 3 ==> test auc = 0.797110
	Seed 4 ==> test auc = 0.918724
	Seed 5 ==> test auc = 0.919326
	Seed 6 ==> test auc = 0.913305
	Seed 7 ==> test auc = 0.927152
	Seed 8 ==> test auc = 0.913305
	Seed 9 ==> test auc = 0.852498
Overall test auc = 0.879831 +/- 0.052553
Elapsed time = 0:05:05
